Efficient Pricing of European-Style Asian Options under Exponential Lévy Processes Based on Fourier Cosine Expansions
نویسندگان
چکیده
We propose an efficient pricing method for arithmetic and geometric Asian options under exponential Lévy processes based on Fourier cosine expansions and Clenshaw–Curtis quadrature. The pricing method is developed for both European-style and American-style Asian options and for discretely and continuously monitored versions. In the present paper we focus on the European-style Asian options. The exponential convergence rates of Fourier cosine expansions and Clenshaw–Curtis quadrature reduces the CPU time of the method to milliseconds for geometric Asian options and a few seconds for arithmetic Asian options. The method’s accuracy is illustrated by a detailed error analysis and by various numerical examples.
منابع مشابه
DELFT UNIVERSITY OF TECHNOLOGY REPORT 11-11 Efficient Pricing of Asian Options under Lévy Processes based on Fourier Cosine Expansions Part I: European-Style Products
We propose an efficient pricing method for arithmetic, and geometric, Asian options under Lévy processes, based on Fourier cosine expansions and Clenshaw–Curtis quadrature. The pricing method is developed for both European–style and American–style Asian options, and for discretely and continuously monitored versions. In the present paper we focus on European–style Asian options; American-style ...
متن کاملPricing early-exercise and discrete barrier options by fourier-cosine series expansions
We present a pricing method based on Fourier-cosine expansions for early-exercise and discretely-monitored barrier options. The method works well for exponential Lévy asset price models. The error convergence is exponential for processes characterized by very smooth (C[a, b] ∈ R) transitional probability density functions. The computational complexity is O((M − 1)N logN) with N a (small) number...
متن کاملDELFT UNIVERSITY OF TECHNOLOGY REPORT 08-02 On an Option Pricing Method based on Fourier-Cosine Series Expansions
Here we develop an option pricing method for European options based on the Fourier-cosine series, and call it the COS method. The convergence rate of the COS method is exponential and the computational complexity is linear. It has a wide range of applicability for different underlying dynamics, including Lévy processes and Heston’s stochastic volatility model, and for various types of option co...
متن کاملA Novel Pricing Method for European Options Based on Fourier-Cosine Series Expansions
Abstract. Here we develop an option pricing method for European options based on the Fourier-cosine series, and call it the COS method. The key insight is in the close relation of the characteristic function with the series coefficients of the Fourier-cosine expansion of the density function. In most cases, the convergence rate of the COS method is exponential and the computational complexity i...
متن کاملDELFT UNIVERSITY OF TECHNOLOGY REPORT 10-03 Acceleration of Option Pricing Technique on Graphics Processing Units
The acceleration of an option pricing technique based on Fourier cosine expansions on the Graphics Processing Unit (GPU) is reported. European options, in particular with multiple strikes, and Bermudan options will be discussed. The influence of the number of terms in the Fourier cosine series expansion, the number of strikes, as well as the number of exercise dates for Bermudan options, are ex...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید
ثبت ناماگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید
ورودعنوان ژورنال:
- SIAM J. Financial Math.
دوره 4 شماره
صفحات -
تاریخ انتشار 2013